Friday, 29 March 2019

A Simple Haploid-Diploid Evolutionary Algorithm. (arXiv:1903.11598v1 [cs.NE])

It has recently been suggested that evolution exploits a form of fitness landscape smoothing within eukaryotic sex due to the haploid-diploid cycle. This short paper presents a simple modification to the standard evolutionary computing algorithm to similarly benefit from the process. Using the well-known NK model of fitness landscapes it is shown that the benefit emerges as ruggedness is increased.



from cs updates on arXiv.org https://ift.tt/2V2CbZN
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